Viewing profile — alexbw

Osmo | osmo.ai/careers | Full-time | Machine learning engineer, data analyst, in NYC and other roles We have digitized vision, and hearing, but not scent — our oldest and deepest s…

Thrive | Associate Director / Director, Machine Learning | Cambridge, MA | Full-time | Onsite | https://thrivedetect.com/come-to-thrive Thrive is passionate about our mission to in…

Actually, advanced autodiff is one of its intended points of, er, differentiation :). The authors wrote the original Autograd package [0], released in 2014, that led to “autograd” …

Check out github.com/google/jax, it’s NumPy on the GPU with automatic differentiation, JIT and autobatching.

+1 for more varied examples

Neat stuff. Are data structures up to the programmer, or are there primitives for e.g. matrices?

Directly addresses the "dark art" of hyperparameter tuning in machine learning.

Poked around the word cloud, but the output of the clustering doesn't seem to many any sense to me. "boat" is by "scarecrow", "adopted", and "feelings" "window" is by "insulted", "…

@tuananh I've got the dataset stored away, but I don't know if I'm legally allowed to post it. Would love if someone could produce proof one way or the other. @viraj_shah I spent a…

I competed alone in the Netflix Prize in college under the team name "Hi!". I've never seen anybody release their code, and I'm getting back into machine learning now, and realized…

You'd use Novocaine to grab the audio, and then you'd do the audio format conversion yourself. e.g.: [[Novocaine audioManager] setInputBlock:^(float * inData, UInt32 numSamples, UI…

Fixed.

Documentation will be forthcoming. What do you mean by audio sample formats? One of the things I tried to do was make sure that you never, ever, EVER have to think about anything b…

Hey everybody, Novocaine is my baby, and it's completely awesome to see folks already using it. For the record, it's open-source, I just forgot to stick the MIT license at the top.…